DC Housing Report (Partially Cleaned Data)

Dataset statistics

Number of variables	36
Number of observations	57345
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	15.8 MiB
Average record size in memory	288.0 B

Variable types

Numeric	21
Categorical	15

Warnings

`SOURCE` has constant value "Residential"	Constant
`ASSESSMENT_NBHD` has a high cardinality: 55 distinct values	High cardinality
`CENSUS_BLOCK` has a high cardinality: 3771 distinct values	High cardinality
`Unnamed: 0` is highly correlated with `ZIPCODE` and 2 other fields	High correlation
`BATHRM` is highly correlated with `ROOMS` and 3 other fields	High correlation
`NUM_UNITS` is highly correlated with `ROOMS` and 2 other fields	High correlation
`ROOMS` is highly correlated with `BATHRM` and 4 other fields	High correlation
`BEDRM` is highly correlated with `BATHRM` and 2 other fields	High correlation
`AYB` is highly correlated with `EYB`	High correlation
`EYB` is highly correlated with `AYB`	High correlation
`PRICE` is highly correlated with `BATHRM` and 1 other fields	High correlation
`GBA` is highly correlated with `BATHRM` and 4 other fields	High correlation
`KITCHENS` is highly correlated with `NUM_UNITS` and 2 other fields	High correlation
`FIREPLACES` is highly correlated with `GBA`	High correlation
`USECODE` is highly correlated with `NUM_UNITS` and 1 other fields	High correlation
`ZIPCODE` is highly correlated with `Unnamed: 0` and 1 other fields	High correlation
`LATITUDE` is highly correlated with `LONGITUDE` and 1 other fields	High correlation
`LONGITUDE` is highly correlated with `Unnamed: 0` and 3 other fields	High correlation
`CENSUS_TRACT` is highly correlated with `LATITUDE` and 1 other fields	High correlation
`SQUARE` is highly correlated with `Unnamed: 0` and 2 other fields	High correlation
`Unnamed: 0` is highly correlated with `PRICE` and 3 other fields	High correlation
`BATHRM` is highly correlated with `ROOMS` and 3 other fields	High correlation
`NUM_UNITS` is highly correlated with `KITCHENS` and 1 other fields	High correlation
`ROOMS` is highly correlated with `BATHRM` and 2 other fields	High correlation
`BEDRM` is highly correlated with `BATHRM` and 2 other fields	High correlation
`AYB` is highly correlated with `ZIPCODE`	High correlation
`PRICE` is highly correlated with `Unnamed: 0` and 3 other fields	High correlation
`GBA` is highly correlated with `BATHRM` and 2 other fields	High correlation
`KITCHENS` is highly correlated with `NUM_UNITS` and 1 other fields	High correlation
`USECODE` is highly correlated with `NUM_UNITS` and 1 other fields	High correlation
`ZIPCODE` is highly correlated with `Unnamed: 0` and 2 other fields	High correlation
`LATITUDE` is highly correlated with `LONGITUDE`	High correlation
`LONGITUDE` is highly correlated with `Unnamed: 0` and 4 other fields	High correlation
`CENSUS_TRACT` is highly correlated with `LONGITUDE`	High correlation
`SQUARE` is highly correlated with `Unnamed: 0` and 3 other fields	High correlation
`Unnamed: 0` is highly correlated with `ZIPCODE` and 1 other fields	High correlation
`BATHRM` is highly correlated with `ROOMS` and 2 other fields	High correlation
`NUM_UNITS` is highly correlated with `KITCHENS` and 1 other fields	High correlation
`ROOMS` is highly correlated with `BATHRM` and 2 other fields	High correlation
`BEDRM` is highly correlated with `BATHRM` and 2 other fields	High correlation
`GBA` is highly correlated with `BATHRM` and 2 other fields	High correlation
`KITCHENS` is highly correlated with `NUM_UNITS`	High correlation
`USECODE` is highly correlated with `NUM_UNITS`	High correlation
`ZIPCODE` is highly correlated with `Unnamed: 0` and 1 other fields	High correlation
`LONGITUDE` is highly correlated with `CENSUS_TRACT`	High correlation
`CENSUS_TRACT` is highly correlated with `LONGITUDE`	High correlation
`SQUARE` is highly correlated with `Unnamed: 0` and 1 other fields	High correlation
`Unnamed: 0` is highly correlated with `LONGITUDE` and 10 other fields	High correlation
`USECODE` is highly correlated with `NUM_UNITS`	High correlation
`LONGITUDE` is highly correlated with `Unnamed: 0` and 9 other fields	High correlation
`ZIPCODE` is highly correlated with `Unnamed: 0` and 9 other fields	High correlation
`WARD` is highly correlated with `Unnamed: 0` and 11 other fields	High correlation
`KITCHENS` is highly correlated with `NUM_UNITS`	High correlation
`EXTWALL` is highly correlated with `ASSESSMENT_NBHD`	High correlation
`QUADRANT` is highly correlated with `Unnamed: 0` and 7 other fields	High correlation
`GBA` is highly correlated with `ROOMS` and 5 other fields	High correlation
`ROOMS` is highly correlated with `GBA` and 3 other fields	High correlation
`EYB` is highly correlated with `GRADE` and 4 other fields	High correlation
`STRUCT` is highly correlated with `ZIPCODE` and 5 other fields	High correlation
`GRADE` is highly correlated with `Unnamed: 0` and 10 other fields	High correlation
`CNDTN` is highly correlated with `EYB` and 2 other fields	High correlation
`FIREPLACES` is highly correlated with `PRICE`	High correlation
`SQUARE` is highly correlated with `Unnamed: 0` and 10 other fields	High correlation
`NUM_UNITS` is highly correlated with `USECODE` and 2 other fields	High correlation
`PRICE` is highly correlated with `GBA` and 5 other fields	High correlation
`ASSESSMENT_NBHD` is highly correlated with `Unnamed: 0` and 14 other fields	High correlation
`LANDAREA` is highly correlated with `PRICE`	High correlation
`AC` is highly correlated with `EYB` and 2 other fields	High correlation
`BEDRM` is highly correlated with `GBA` and 2 other fields	High correlation
`AYB` is highly correlated with `Unnamed: 0` and 7 other fields	High correlation
`ROOF` is highly correlated with `Unnamed: 0` and 5 other fields	High correlation
`LATITUDE` is highly correlated with `Unnamed: 0` and 8 other fields	High correlation
`HEAT` is highly correlated with `AC`	High correlation
`CENSUS_TRACT` is highly correlated with `Unnamed: 0` and 9 other fields	High correlation
`BATHRM` is highly correlated with `GBA` and 3 other fields	High correlation
`GRADE` is highly correlated with `SOURCE`	High correlation
`CNDTN` is highly correlated with `SOURCE`	High correlation
`AC` is highly correlated with `SOURCE`	High correlation
`SOURCE` is highly correlated with `GRADE` and 12 other fields	High correlation
`QUADRANT` is highly correlated with `SOURCE` and 2 other fields	High correlation
`ROOF` is highly correlated with `SOURCE`	High correlation
`WARD` is highly correlated with `SOURCE` and 2 other fields	High correlation
`HEAT` is highly correlated with `SOURCE`	High correlation
`STRUCT` is highly correlated with `SOURCE`	High correlation
`ASSESSMENT_NBHD` is highly correlated with `SOURCE` and 2 other fields	High correlation
`EXTWALL` is highly correlated with `SOURCE`	High correlation
`INTWALL` is highly correlated with `SOURCE`	High correlation
`QUALIFIED` is highly correlated with `SOURCE`	High correlation
`BLDG_NUM` is highly correlated with `SOURCE`	High correlation
`STORIES` is highly skewed (γ1 = 171.9295277)	Skewed
`Unnamed: 0` has unique values	Unique
`HF_BATHRM` has 23788 (41.5%) zeros	Zeros
`FIREPLACES` has 32049 (55.9%) zeros	Zeros

Reproduction

Analysis started	2021-07-08 11:40:56.638849
Analysis finished	2021-07-08 11:42:46.636039
Duration	1 minute and 50 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

Unnamed: 0
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	57345
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	51660.26063

Minimum	0
Maximum	106695
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	0
5-th percentile	4877.2
Q1	24131
median	51041
Q3	78900
95-th percentile	100938.8
Maximum	106695
Range	106695
Interquartile range (IQR)	54769

Descriptive statistics

Standard deviation	30986.78961
Coefficient of variation (CV)	0.5998186852
Kurtosis	-1.221485147
Mean	51660.26063
Median Absolute Deviation (MAD)	27356
Skewness	0.06000798547
Sum	2962457646
Variance	960181130.2
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6141	1	< 0.1%
1951	1	< 0.1%
101156	1	< 0.1%
23326	1	< 0.1%
29467	1	< 0.1%
31514	1	< 0.1%
4887	1	< 0.1%
789	1	< 0.1%
2836	1	< 0.1%
13075	1	< 0.1%
Other values (57335)	57335	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
5	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
14	1	< 0.1%
16	1	< 0.1%
19	1	< 0.1%
20	1	< 0.1%

Value	Count	Frequency (%)
106695	1	< 0.1%
106694	1	< 0.1%
106692	1	< 0.1%
106688	1	< 0.1%
106687	1	< 0.1%
106683	1	< 0.1%
106682	1	< 0.1%
106673	1	< 0.1%
106672	1	< 0.1%
106668	1	< 0.1%

BATHRM
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.20144738

Minimum	0
Maximum	12
Zeros	19
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	3
95-th percentile	4
Maximum	12
Range	12
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.061275554
Coefficient of variation (CV)	0.4820808181
Kurtosis	1.859501986
Mean	2.20144738
Median Absolute Deviation (MAD)	1
Skewness	0.964117644
Sum	126242
Variance	1.126305801
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=13)

Value	Count	Frequency (%)
2	21168	36.9%
1	16424	28.6%
3	13372	23.3%
4	5094	8.9%
5	833	1.5%
6	304	0.5%
7	80	0.1%
8	32	0.1%
0	19	< 0.1%
9	10	< 0.1%
Other values (3)	9	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	19	< 0.1%
1	16424	28.6%
2	21168	36.9%
3	13372	23.3%
4	5094	8.9%
5	833	1.5%
6	304	0.5%
7	80	0.1%
8	32	0.1%
9	10	< 0.1%

Value	Count	Frequency (%)
12	1	< 0.1%
11	3	< 0.1%
10	5	< 0.1%
9	10	< 0.1%
8	32	0.1%
7	80	0.1%
6	304	0.5%
5	833	1.5%
4	5094	8.9%
3	13372	23.3%

HF_BATHRM
Real number (ℝ_≥0)

ZEROS

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.650030517

Minimum	0
Maximum	11
Zeros	23788
Zeros (%)	41.5%
Negative	0
Negative (%)	0.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	2
Maximum	11
Range	11
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.6074181959
Coefficient of variation (CV)	0.9344456605
Kurtosis	2.202459413
Mean	0.650030517
Median Absolute Deviation (MAD)	0
Skewness	0.6163283051
Sum	37276
Variance	0.3689568647
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	30070	52.4%
0	23788	41.5%
2	3313	5.8%
3	136	0.2%
4	28	< 0.1%
5	7	< 0.1%
7	2	< 0.1%
11	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	23788	41.5%
1	30070	52.4%
2	3313	5.8%
3	136	0.2%
4	28	< 0.1%
5	7	< 0.1%
7	2	< 0.1%
11	1	< 0.1%

Value	Count	Frequency (%)
11	1	< 0.1%
7	2	< 0.1%
5	7	< 0.1%
4	28	< 0.1%
3	136	0.2%
2	3313	5.8%
1	30070	52.4%
0	23788	41.5%

HEAT
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	448.1 KiB

Forced Air	21741
Hot Water Rad	20329
Warm Cool	14069
Ht Pump	776
Water Base Brd	94
Other values (9)	336

Length

Max length	14
Median length	10
Mean length	10.79046124
Min length	7

Characters and Unicode

Total characters	618779
Distinct characters	36
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Warm Cool
2nd row	Hot Water Rad
3rd row	Hot Water Rad
4th row	Hot Water Rad
5th row	Hot Water Rad

Common Values

Value	Count	Frequency (%)
Forced Air	21741	37.9%
Hot Water Rad	20329	35.5%
Warm Cool	14069	24.5%
Ht Pump	776	1.4%
Water Base Brd	94	0.2%
Wall Furnace	84	0.1%
Elec Base Brd	70	0.1%
Air-Oil	43	0.1%
Electric Rad	39	0.1%
Gravity Furnac	38	0.1%
Other values (4)	62	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
air	21757	16.1%
forced	21741	16.1%
water	20423	15.1%
rad	20368	15.1%
hot	20329	15.0%
cool	14083	10.4%
warm	14069	10.4%
ht	776	0.6%
pump	776	0.6%
brd	164	0.1%
Other values (14)	654	0.5%

Most occurring characters

Value	Count	Frequency (%)
r	78396	12.7%
	77795	12.6%
o	70260	11.4%
a	55316	8.9%
e	42521	6.9%
d	42281	6.8%
t	41637	6.7%
W	34576	5.6%
c	22027	3.6%
i	21928	3.5%
Other values (26)	132042	21.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	405758	65.6%
Uppercase Letter	135183	21.8%
Space Separator	77795	12.6%
Dash Punctuation	43	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	78396	19.3%
o	70260	17.3%
a	55316	13.6%
e	42521	10.5%
d	42281	10.4%
t	41637	10.3%
c	22027	5.4%
i	21928	5.4%
m	14845	3.7%
l	14403	3.5%
Other values (9)	2144	0.5%

Uppercase Letter

Value	Count	Frequency (%)
W	34576	25.6%
F	21863	16.2%
A	21800	16.1%
H	21105	15.6%
R	20368	15.1%
C	14083	10.4%
P	776	0.6%
B	328	0.2%
E	139	0.1%
O	43	< 0.1%
Other values (5)	102	0.1%

Space Separator

Value	Count	Frequency (%)
	77795	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	43	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	540941	87.4%
Common	77838	12.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	78396	14.5%
o	70260	13.0%
a	55316	10.2%
e	42521	7.9%
d	42281	7.8%
t	41637	7.7%
W	34576	6.4%
c	22027	4.1%
i	21928	4.1%
F	21863	4.0%
Other values (24)	110136	20.4%

Common

Value	Count	Frequency (%)
	77795	99.9%
-	43	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	618779	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	78396	12.7%
	77795	12.6%
o	70260	11.4%
a	55316	8.9%
e	42521	6.9%
d	42281	6.8%
t	41637	6.7%
W	34576	5.6%
c	22027	3.6%
i	21928	3.5%
Other values (26)	132042	21.3%

AC
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	448.1 KiB

Y	41781
N	15549
0	15

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	57345
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Y
2nd row	Y
3rd row	Y
4th row	Y
5th row	Y

Common Values

Value	Count	Frequency (%)
Y	41781	72.9%
N	15549	27.1%
0	15	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
y	41781	72.9%
n	15549	27.1%
0	15	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
Y	41781	72.9%
N	15549	27.1%
0	15	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	57330	> 99.9%
Decimal Number	15	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
Y	41781	72.9%
N	15549	27.1%

Decimal Number

Value	Count	Frequency (%)
0	15	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	57330	> 99.9%
Common	15	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
Y	41781	72.9%
N	15549	27.1%

Common

Value	Count	Frequency (%)
0	15	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	57345	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
Y	41781	72.9%
N	15549	27.1%
0	15	< 0.1%

NUM_UNITS
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2206644

Minimum	0
Maximum	6
Zeros	45
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.621666791
Coefficient of variation (CV)	0.5092855916
Kurtosis	10.93925261
Mean	1.2206644
Median Absolute Deviation (MAD)	0
Skewness	3.280819928
Sum	69999
Variance	0.386469599
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
1	48855	85.2%
2	6029	10.5%
4	1821	3.2%
3	588	1.0%
0	45	0.1%
5	4	< 0.1%
6	3	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	45	0.1%
1	48855	85.2%
2	6029	10.5%
3	588	1.0%
4	1821	3.2%
5	4	< 0.1%
6	3	< 0.1%

Value	Count	Frequency (%)
6	3	< 0.1%
5	4	< 0.1%
4	1821	3.2%
3	588	1.0%
2	6029	10.5%
1	48855	85.2%
0	45	0.1%

ROOMS
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	29
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.445339611

Minimum	0
Maximum	31
Zeros	38
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	6
median	7
Q3	8
95-th percentile	12
Maximum	31
Range	31
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.301921831
Coefficient of variation (CV)	0.309176203
Kurtosis	5.273152759
Mean	7.445339611
Median Absolute Deviation (MAD)	1
Skewness	1.784518397
Sum	426953
Variance	5.298844116
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
6	18137	31.6%
7	11327	19.8%
8	9011	15.7%
5	4833	8.4%
9	4136	7.2%
10	3541	6.2%
12	1754	3.1%
11	1319	2.3%
4	1207	2.1%
16	784	1.4%
Other values (19)	1296	2.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	38	0.1%
2	22	< 0.1%
3	118	0.2%
4	1207	2.1%
5	4833	8.4%
6	18137	31.6%
7	11327	19.8%
8	9011	15.7%
9	4136	7.2%
10	3541	6.2%

Value	Count	Frequency (%)
31	1	< 0.1%
30	1	< 0.1%
28	2	< 0.1%
26	1	< 0.1%
25	3	< 0.1%
24	7	< 0.1%
23	3	< 0.1%
22	4	< 0.1%
21	7	< 0.1%
20	81	0.1%

BEDRM
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.421501439

Minimum	0
Maximum	20
Zeros	66
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	3
median	3
Q3	4
95-th percentile	5
Maximum	20
Range	20
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.116136406
Coefficient of variation (CV)	0.3262124613
Kurtosis	5.640027408
Mean	3.421501439
Median Absolute Deviation (MAD)	1
Skewness	1.537609749
Sum	196206
Variance	1.245760476
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
3	27408	47.8%
4	14299	24.9%
2	8302	14.5%
5	4217	7.4%
6	1849	3.2%
8	453	0.8%
7	442	0.8%
1	202	0.4%
0	66	0.1%
9	55	0.1%
Other values (7)	52	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	66	0.1%
1	202	0.4%
2	8302	14.5%
3	27408	47.8%
4	14299	24.9%
5	4217	7.4%
6	1849	3.2%
7	442	0.8%
8	453	0.8%
9	55	0.1%

Value	Count	Frequency (%)
20	1	< 0.1%
15	1	< 0.1%
14	1	< 0.1%
13	1	< 0.1%
12	20	< 0.1%
11	6	< 0.1%
10	22	< 0.1%
9	55	0.1%
8	453	0.8%
7	442	0.8%

AYB
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	200
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1934.450972

Minimum	1754
Maximum	2018
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	1754
5-th percentile	1900
Q1	1913
median	1929
Q3	1947
95-th percentile	2007
Maximum	2018
Range	264
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	30.49879426
Coefficient of variation (CV)	0.01576612418
Kurtosis	1.216725889
Mean	1934.450972
Median Absolute Deviation (MAD)	17
Skewness	0.8465012554
Sum	110931091
Variance	930.176451
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1900	4037	7.0%
1925	2417	4.2%
1910	1846	3.2%
1941	1665	2.9%
1923	1648	2.9%
1927	1592	2.8%
1940	1381	2.4%
1926	1328	2.3%
1939	1278	2.2%
1937	1170	2.0%
Other values (190)	38983	68.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1754	1	< 0.1%
1765	1	< 0.1%
1776	2	< 0.1%
1780	1	< 0.1%
1790	3	< 0.1%
1794	2	< 0.1%
1796	2	< 0.1%
1800	13	< 0.1%
1801	3	< 0.1%
1802	2	< 0.1%

Value	Count	Frequency (%)
2018	61	0.1%
2017	177	0.3%
2016	238	0.4%
2015	227	0.4%
2014	312	0.5%
2013	272	0.5%
2012	260	0.5%
2011	263	0.5%
2010	211	0.4%
2009	195	0.3%

EYB
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	83
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1969.762944

Minimum	1915
Maximum	2018
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	1915
5-th percentile	1950
Q1	1957
median	1967
Q3	1975
95-th percentile	2011
Maximum	2018
Range	103
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	16.85582029
Coefficient of variation (CV)	0.008557283681
Kurtosis	1.030842536
Mean	1969.762944
Median Absolute Deviation (MAD)	9
Skewness	1.178537952
Sum	112956056
Variance	284.1186777
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1967	6885	12.0%
1964	6077	10.6%
1969	5004	8.7%
1954	4935	8.6%
1957	4657	8.1%
1960	2482	4.3%
1972	2009	3.5%
1943	1595	2.8%
1978	1340	2.3%
1950	1153	2.0%
Other values (73)	21208	37.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1915	1	< 0.1%
1928	2	< 0.1%
1932	1	< 0.1%
1933	1	< 0.1%
1936	14	< 0.1%
1937	1	< 0.1%
1940	1	< 0.1%
1943	1595	2.8%
1944	27	< 0.1%
1945	32	0.1%

Value	Count	Frequency (%)
2018	124	0.2%
2017	421	0.7%
2016	256	0.4%
2015	605	1.1%
2014	346	0.6%
2013	353	0.6%
2012	299	0.5%
2011	482	0.8%
2010	557	1.0%
2009	168	0.3%

STORIES
Real number (ℝ_≥0)

SKEWED

Distinct	29
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.12617665

Minimum	0
Maximum	826
Zeros	11
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	0
5-th percentile	1.5
Q1	2
median	2
Q3	2
95-th percentile	3
Maximum	826
Range	826
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.966296073
Coefficient of variation (CV)	1.865459332
Kurtosis	33512.87618
Mean	2.12617665
Median Absolute Deviation (MAD)	0
Skewness	171.9295277
Sum	121925.6
Variance	15.73150454
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
2	42864	74.7%
3	5409	9.4%
2.5	3332	5.8%
1	2049	3.6%
2.25	1276	2.2%
1.5	971	1.7%
1.75	572	1.0%
2.75	264	0.5%
4	236	0.4%
1.25	206	0.4%
Other values (19)	166	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	11	< 0.1%
0.25	1	< 0.1%
1	2049	3.6%
1.25	206	0.4%
1.5	971	1.7%
1.7	3	< 0.1%
1.75	572	1.0%
2	42864	74.7%
2.2	8	< 0.1%
2.25	1276	2.2%

Value	Count	Frequency (%)
826	1	< 0.1%
275	2	< 0.1%
250	1	< 0.1%
25	4	< 0.1%
20	1	< 0.1%
9	15	< 0.1%
8.25	1	< 0.1%
6	5	< 0.1%
5	9	< 0.1%
4	236	0.4%

PRICE
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	9202
Distinct (%)	16.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	580132.0165

Minimum	1
Maximum	25100000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	1
5-th percentile	96000
Q1	240000
median	440000
Q3	750000
95-th percentile	1450000
Maximum	25100000
Range	25099999
Interquartile range (IQR)	510000

Descriptive statistics

Standard deviation	607506.0601
Coefficient of variation (CV)	1.047185887
Kurtosis	219.751329
Mean	580132.0165
Median Absolute Deviation (MAD)	240000
Skewness	8.906468128
Sum	3.326767049 × 10¹⁰
Variance	3.690636131 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
350000	381	0.7%
250000	362	0.6%
300000	316	0.6%
450000	291	0.5%
200000	284	0.5%
550000	280	0.5%
325000	274	0.5%
650000	268	0.5%
375000	267	0.5%
500000	262	0.5%
Other values (9192)	54360	94.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	2	< 0.1%
10	4	< 0.1%
250	14	< 0.1%
500	3	< 0.1%
936	1	< 0.1%
1000	3	< 0.1%
1377	1	< 0.1%
2000	1	< 0.1%
3000	1	< 0.1%
3997	1	< 0.1%

Value	Count	Frequency (%)
25100000	1	< 0.1%
25000000	1	< 0.1%
23960287	1	< 0.1%
22000000	1	< 0.1%
18000000	1	< 0.1%
16100000	1	< 0.1%
15000000	1	< 0.1%
14000000	1	< 0.1%
12250000	1	< 0.1%
11984000	1	< 0.1%

QUALIFIED
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	448.1 KiB

Q	45577
U	11768

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	57345
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Q
2nd row	Q
3rd row	Q
4th row	Q
5th row	Q

Common Values

Value	Count	Frequency (%)
Q	45577	79.5%
U	11768	20.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
q	45577	79.5%
u	11768	20.5%

Most occurring characters

Value	Count	Frequency (%)
Q	45577	79.5%
U	11768	20.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	57345	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
Q	45577	79.5%
U	11768	20.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	57345	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
Q	45577	79.5%
U	11768	20.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	57345	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
Q	45577	79.5%
U	11768	20.5%

SALE_NUM
Real number (ℝ_≥0)

Distinct	15
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.853936699

Minimum	1
Maximum	15
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	3
95-th percentile	5
Maximum	15
Range	14
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.45483155
Coefficient of variation (CV)	0.7847255792
Kurtosis	3.908951436
Mean	1.853936699
Median Absolute Deviation (MAD)	0
Skewness	1.892952571
Sum	106314
Variance	2.116534839
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
1	38285	66.8%
3	6241	10.9%
4	4515	7.9%
2	4402	7.7%
5	2195	3.8%
6	1010	1.8%
7	401	0.7%
8	165	0.3%
9	80	0.1%
10	27	< 0.1%
Other values (5)	24	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	38285	66.8%
2	4402	7.7%
3	6241	10.9%
4	4515	7.9%
5	2195	3.8%
6	1010	1.8%
7	401	0.7%
8	165	0.3%
9	80	0.1%
10	27	< 0.1%

Value	Count	Frequency (%)
15	2	< 0.1%
14	2	< 0.1%
13	3	< 0.1%
12	6	< 0.1%
11	11	< 0.1%
10	27	< 0.1%
9	80	0.1%
8	165	0.3%
7	401	0.7%
6	1010	1.8%

GBA
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3998
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1724.255942

Minimum	252
Maximum	15902
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	252
5-th percentile	873.2
Q1	1214
median	1504
Q3	1981
95-th percentile	3260
Maximum	15902
Range	15650
Interquartile range (IQR)	767

Descriptive statistics

Standard deviation	823.4241227
Coefficient of variation (CV)	0.4775533043
Kurtosis	15.51786664
Mean	1724.255942
Median Absolute Deviation (MAD)	352
Skewness	2.695644064
Sum	98877457
Variance	678027.2858
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1152	832	1.5%
1088	757	1.3%
1024	674	1.2%
832	665	1.2%
1280	573	1.0%
1080	486	0.8%
1440	470	0.8%
1200	467	0.8%
1360	452	0.8%
1120	381	0.7%
Other values (3988)	51588	90.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
252	1	< 0.1%
371	1	< 0.1%
407	2	< 0.1%
411	1	< 0.1%
450	1	< 0.1%
468	1	< 0.1%
480	2	< 0.1%
490	1	< 0.1%
492	1	< 0.1%
495	1	< 0.1%

Value	Count	Frequency (%)
15902	1	< 0.1%
15673	1	< 0.1%
14966	1	< 0.1%
12713	1	< 0.1%
11810	1	< 0.1%
11616	1	< 0.1%
11478	1	< 0.1%
10866	1	< 0.1%
10760	1	< 0.1%
10707	1	< 0.1%

BLDG_NUM
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	448.1 KiB

1	57331
2	14

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	57345
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	57331	> 99.9%
2	14	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
1	57331	> 99.9%
2	14	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
1	57331	> 99.9%
2	14	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	57345	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	57331	> 99.9%
2	14	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	57345	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	57331	> 99.9%
2	14	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	57345	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	57331	> 99.9%
2	14	< 0.1%

STRUCT
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	448.1 KiB

Row Inside	23324
Single	15926
Semi-Detached	8177
Row End	6854
Multi	2800
Other values (3)	264

Length

Max length	13
Median length	10
Mean length	8.714447641
Min length	5

Characters and Unicode

Total characters	499730
Distinct characters	25
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Row Inside
2nd row	Row Inside
3rd row	Row Inside
4th row	Row Inside
5th row	Row Inside

Common Values

Value	Count	Frequency (%)
Row Inside	23324	40.7%
Single	15926	27.8%
Semi-Detached	8177	14.3%
Row End	6854	12.0%
Multi	2800	4.9%
Town Inside	183	0.3%
Town End	75	0.1%
Default	6	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
row	30178	34.4%
inside	23507	26.8%
single	15926	18.1%
semi-detached	8177	9.3%
end	6929	7.9%
multi	2800	3.2%
town	258	0.3%
default	6	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	63970	12.8%
i	50410	10.1%
n	46620	9.3%
d	38613	7.7%
o	30436	6.1%
w	30436	6.1%
	30436	6.1%
R	30178	6.0%
S	24103	4.8%
I	23507	4.7%
Other values (15)	131021	26.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	365159	73.1%
Uppercase Letter	95958	19.2%
Space Separator	30436	6.1%
Dash Punctuation	8177	1.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	63970	17.5%
i	50410	13.8%
n	46620	12.8%
d	38613	10.6%
o	30436	8.3%
w	30436	8.3%
s	23507	6.4%
l	18732	5.1%
g	15926	4.4%
t	10983	3.0%
Other values (6)	35526	9.7%

Uppercase Letter

Value	Count	Frequency (%)
R	30178	31.4%
S	24103	25.1%
I	23507	24.5%
D	8183	8.5%
E	6929	7.2%
M	2800	2.9%
T	258	0.3%

Space Separator

Value	Count	Frequency (%)
	30436	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8177	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	461117	92.3%
Common	38613	7.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	63970	13.9%
i	50410	10.9%
n	46620	10.1%
d	38613	8.4%
o	30436	6.6%
w	30436	6.6%
R	30178	6.5%
S	24103	5.2%
I	23507	5.1%
s	23507	5.1%
Other values (13)	99337	21.5%

Common

Value	Count	Frequency (%)
	30436	78.8%
-	8177	21.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	499730	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	63970	12.8%
i	50410	10.1%
n	46620	9.3%
d	38613	7.7%
o	30436	6.1%
w	30436	6.1%
	30436	6.1%
R	30178	6.0%
S	24103	4.8%
I	23507	4.7%
Other values (15)	131021	26.2%

GRADE
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	448.1 KiB

Average	19477
Above Average	17102
Good Quality	11677
Very Good	4975
Excellent	1812
Other values (8)	2302

Length

Max length	13
Median length	12
Mean length	10.15146918
Min length	7

Characters and Unicode

Total characters	582136
Distinct characters	32
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Very Good
2nd row	Very Good
3rd row	Very Good
4th row	Very Good
5th row	Very Good

Common Values

Value	Count	Frequency (%)
Average	19477	34.0%
Above Average	17102	29.8%
Good Quality	11677	20.4%
Very Good	4975	8.7%
Excellent	1812	3.2%
Superior	1513	2.6%
Exceptional-A	460	0.8%
Exceptional-B	168	0.3%
Fair Quality	81	0.1%
Exceptional-C	44	0.1%
Other values (3)	36	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
average	36579	40.1%
above	17102	18.8%
good	16652	18.3%
quality	11760	12.9%
very	4975	5.5%
excellent	1812	2.0%
superior	1513	1.7%
exceptional-a	460	0.5%
exceptional-b	168	0.2%
fair	81	0.1%
Other values (5)	82	0.1%

Most occurring characters

Value	Count	Frequency (%)
e	101076	17.4%
A	54141	9.3%
v	53681	9.2%
o	52627	9.0%
a	49128	8.4%
r	44661	7.7%
g	36579	6.3%
	33839	5.8%
b	17102	2.9%
y	16735	2.9%
Other values (22)	122567	21.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	455705	78.3%
Uppercase Letter	91888	15.8%
Space Separator	33839	5.8%
Dash Punctuation	704	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	101076	22.2%
v	53681	11.8%
o	52627	11.5%
a	49128	10.8%
r	44661	9.8%
g	36579	8.0%
b	17102	3.8%
y	16735	3.7%
d	16652	3.7%
l	16088	3.5%
Other values (8)	51376	11.3%

Uppercase Letter

Value	Count	Frequency (%)
A	54141	58.9%
G	16652	18.1%
Q	11760	12.8%
V	4975	5.4%
E	2516	2.7%
S	1513	1.6%
B	168	0.2%
F	81	0.1%
C	44	< 0.1%
D	34	< 0.1%
Other values (2)	4	< 0.1%

Space Separator

Value	Count	Frequency (%)
	33839	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	704	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	547593	94.1%
Common	34543	5.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	101076	18.5%
A	54141	9.9%
v	53681	9.8%
o	52627	9.6%
a	49128	9.0%
r	44661	8.2%
g	36579	6.7%
b	17102	3.1%
y	16735	3.1%
G	16652	3.0%
Other values (20)	105211	19.2%

Common

Value	Count	Frequency (%)
	33839	98.0%
-	704	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	582136	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	101076	17.4%
A	54141	9.3%
v	53681	9.2%
o	52627	9.0%
a	49128	8.4%
r	44661	7.7%
g	36579	6.3%
	33839	5.8%
b	17102	2.9%
y	16735	2.9%
Other values (22)	122567	21.1%

CNDTN
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	448.1 KiB

Good	25486
Average	23812
Very Good	6578
Excellent	876
Fair	501
Other values (2)	92

Length

Max length	9
Median length	7
Mean length	5.895806086
Min length	4

Characters and Unicode

Total characters	338095
Distinct characters	24
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Good
2nd row	Very Good
3rd row	Good
4th row	Good
5th row	Average

Common Values

Value	Count	Frequency (%)
Good	25486	44.4%
Average	23812	41.5%
Very Good	6578	11.5%
Excellent	876	1.5%
Fair	501	0.9%
Poor	89	0.2%
Default	3	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
good	32064	50.2%
average	23812	37.3%
very	6578	10.3%
excellent	876	1.4%
fair	501	0.8%
poor	89	0.1%
default	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
o	64306	19.0%
e	55957	16.6%
G	32064	9.5%
d	32064	9.5%
r	30980	9.2%
a	24316	7.2%
A	23812	7.0%
v	23812	7.0%
g	23812	7.0%
V	6578	1.9%
Other values (14)	20394	6.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	267594	79.1%
Uppercase Letter	63923	18.9%
Space Separator	6578	1.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	64306	24.0%
e	55957	20.9%
d	32064	12.0%
r	30980	11.6%
a	24316	9.1%
v	23812	8.9%
g	23812	8.9%
y	6578	2.5%
l	1755	0.7%
t	879	0.3%
Other values (6)	3135	1.2%

Uppercase Letter

Value	Count	Frequency (%)
G	32064	50.2%
A	23812	37.3%
V	6578	10.3%
E	876	1.4%
F	501	0.8%
P	89	0.1%
D	3	< 0.1%

Space Separator

Value	Count	Frequency (%)
	6578	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	331517	98.1%
Common	6578	1.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	64306	19.4%
e	55957	16.9%
G	32064	9.7%
d	32064	9.7%
r	30980	9.3%
a	24316	7.3%
A	23812	7.2%
v	23812	7.2%
g	23812	7.2%
V	6578	2.0%
Other values (13)	13816	4.2%

Common

Value	Count	Frequency (%)
	6578	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	338095	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	64306	19.0%
e	55957	16.6%
G	32064	9.5%
d	32064	9.5%
r	30980	9.2%
a	24316	7.2%
A	23812	7.0%
v	23812	7.0%
g	23812	7.0%
V	6578	1.9%
Other values (14)	20394	6.0%

EXTWALL
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	24
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	448.1 KiB

Common Brick	43089
Brick/Siding	3465
Vinyl Siding	3077
Wood Siding	2235
Stucco	1634
Other values (19)	3845

Length

Max length	14
Median length	12
Mean length	11.64070102
Min length	5

Characters and Unicode

Total characters	667536
Distinct characters	33
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	Common Brick
2nd row	Common Brick
3rd row	Common Brick
4th row	Common Brick
5th row	Common Brick

Common Values

Value	Count	Frequency (%)
Common Brick	43089	75.1%
Brick/Siding	3465	6.0%
Vinyl Siding	3077	5.4%
Wood Siding	2235	3.9%
Stucco	1634	2.8%
Brick Veneer	584	1.0%
Shingle	521	0.9%
Aluminum	442	0.8%
Face Brick	419	0.7%
Brick/Stucco	397	0.7%
Other values (14)	1482	2.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
brick	44092	41.2%
common	43089	40.3%
siding	5340	5.0%
brick/siding	3465	3.2%
vinyl	3077	2.9%
wood	2235	2.1%
stucco	1662	1.6%
veneer	731	0.7%
shingle	521	0.5%
stone	515	0.5%
Other values (14)	2260	2.1%

Most occurring characters

Value	Count	Frequency (%)
o	94342	14.1%
m	87062	13.0%
i	70406	10.5%
n	58210	8.7%
c	53317	8.0%
	49642	7.4%
r	49293	7.4%
B	48399	7.3%
k	48399	7.3%
C	43164	6.5%
Other values (23)	65302	9.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	501692	75.2%
Uppercase Letter	111595	16.7%
Space Separator	49642	7.4%
Other Punctuation	4607	0.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	94342	18.8%
m	87062	17.4%
i	70406	14.0%
n	58210	11.6%
c	53317	10.6%
r	49293	9.8%
k	48399	9.6%
d	11405	2.3%
g	9536	1.9%
e	4583	0.9%
Other values (10)	15139	3.0%

Uppercase Letter

Value	Count	Frequency (%)
B	48399	43.4%
C	43164	38.7%
S	13009	11.7%
V	3808	3.4%
W	2235	2.0%
A	443	0.4%
F	419	0.4%
H	75	0.1%
M	28	< 0.1%
D	10	< 0.1%

Space Separator

Value	Count	Frequency (%)
	49642	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	4607	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	613287	91.9%
Common	54249	8.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	94342	15.4%
m	87062	14.2%
i	70406	11.5%
n	58210	9.5%
c	53317	8.7%
r	49293	8.0%
B	48399	7.9%
k	48399	7.9%
C	43164	7.0%
S	13009	2.1%
Other values (21)	47686	7.8%

Common

Value	Count	Frequency (%)
	49642	91.5%
/	4607	8.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	667536	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	94342	14.1%
m	87062	13.0%
i	70406	10.5%
n	58210	8.7%
c	53317	8.0%
	49642	7.4%
r	49293	7.4%
B	48399	7.3%
k	48399	7.3%
C	43164	6.5%
Other values (23)	65302	9.8%

ROOF
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	448.1 KiB

Built Up	17535
Metal- Sms	16277
Comp Shingle	15872
Slate	5521
Neopren	896
Other values (11)	1244

Length

Max length	14
Median length	10
Mean length	9.362368123
Min length	5

Characters and Unicode

Total characters	536885
Distinct characters	32
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Metal- Sms
2nd row	Built Up
3rd row	Built Up
4th row	Built Up
5th row	Metal- Sms

Common Values

Value	Count	Frequency (%)
Built Up	17535	30.6%
Metal- Sms	16277	28.4%
Comp Shingle	15872	27.7%
Slate	5521	9.6%
Neopren	896	1.6%
Shake	380	0.7%
Clay Tile	305	0.5%
Shingle	245	0.4%
Metal- Pre	137	0.2%
Typical	84	0.1%
Other values (6)	93	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
up	17535	16.3%
built	17535	16.3%
metal	16434	15.3%
sms	16277	15.1%
shingle	16117	15.0%
comp	15872	14.8%
slate	5521	5.1%
neopren	896	0.8%
shake	380	0.4%
tile	309	0.3%
Other values (11)	687	0.6%

Most occurring characters

Value	Count	Frequency (%)
l	56305	10.5%
	50218	9.4%
e	40704	7.6%
t	39559	7.4%
S	38299	7.1%
p	34467	6.4%
i	34165	6.4%
m	32209	6.0%
a	22728	4.2%
B	17535	3.3%
Other values (22)	170696	31.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	362662	67.5%
Uppercase Letter	107567	20.0%
Space Separator	50218	9.4%
Dash Punctuation	16438	3.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	56305	15.5%
e	40704	11.2%
t	39559	10.9%
p	34467	9.5%
i	34165	9.4%
m	32209	8.9%
a	22728	6.3%
u	17535	4.8%
n	17078	4.7%
o	17029	4.7%
Other values (9)	50883	14.0%

Uppercase Letter

Value	Count	Frequency (%)
S	38299	35.6%
B	17535	16.3%
U	17535	16.3%
M	16434	15.3%
C	16262	15.1%
N	896	0.8%
T	393	0.4%
P	141	0.1%
R	60	0.1%
W	8	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	16438	100.0%

Space Separator

Value	Count	Frequency (%)
	50218	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	470229	87.6%
Common	66656	12.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	56305	12.0%
e	40704	8.7%
t	39559	8.4%
S	38299	8.1%
p	34467	7.3%
i	34165	7.3%
m	32209	6.8%
a	22728	4.8%
B	17535	3.7%
u	17535	3.7%
Other values (20)	136723	29.1%

Common

Value	Count	Frequency (%)
	50218	75.3%
-	16438	24.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	536885	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	56305	10.5%
	50218	9.4%
e	40704	7.6%
t	39559	7.4%
S	38299	7.1%
p	34467	6.4%
i	34165	6.4%
m	32209	6.0%
a	22728	4.2%
B	17535	3.3%
Other values (22)	170696	31.8%

INTWALL
Categorical

HIGH CORRELATION

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	448.1 KiB

Hardwood	43808
Hardwood/Carp	7387
Wood Floor	3985
Carpet	1992
Lt Concrete	48
Other values (7)	125

Length

Max length	13
Median length	8
Mean length	8.719260616
Min length	6

Characters and Unicode

Total characters	500006
Distinct characters	33
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Hardwood
2nd row	Hardwood
3rd row	Hardwood
4th row	Hardwood
5th row	Hardwood

Common Values

Value	Count	Frequency (%)
Hardwood	43808	76.4%
Hardwood/Carp	7387	12.9%
Wood Floor	3985	6.9%
Carpet	1992	3.5%
Lt Concrete	48	0.1%
Ceramic Tile	39	0.1%
Default	35	0.1%
Vinyl Comp	21	< 0.1%
Parquet	11	< 0.1%
Vinyl Sheet	8	< 0.1%
Other values (2)	11	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
hardwood	43808	71.3%
hardwood/carp	7387	12.0%
wood	3985	6.5%
floor	3985	6.5%
carpet	1992	3.2%
concrete	48	0.1%
lt	48	0.1%
ceramic	39	0.1%
tile	39	0.1%
default	35	0.1%
Other values (6)	80	0.1%

Most occurring characters

Value	Count	Frequency (%)
o	118402	23.7%
d	106375	21.3%
r	64663	12.9%
a	60670	12.1%
H	51195	10.2%
w	51195	10.2%
C	9487	1.9%
p	9400	1.9%
/	7387	1.5%
	4101	0.8%
Other values (23)	17131	3.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	419685	83.9%
Uppercase Letter	68833	13.8%
Other Punctuation	7387	1.5%
Space Separator	4101	0.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	118402	28.2%
d	106375	25.3%
r	64663	15.4%
a	60670	14.5%
w	51195	12.2%
p	9400	2.2%
l	4096	1.0%
e	2239	0.5%
t	2150	0.5%
i	123	< 0.1%
Other values (10)	372	0.1%

Uppercase Letter

Value	Count	Frequency (%)
H	51195	74.4%
C	9487	13.8%
W	3985	5.8%
F	3985	5.8%
L	48	0.1%
T	42	0.1%
D	35	0.1%
V	29	< 0.1%
P	11	< 0.1%
S	8	< 0.1%

Space Separator

Value	Count	Frequency (%)
	4101	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	7387	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	488518	97.7%
Common	11488	2.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	118402	24.2%
d	106375	21.8%
r	64663	13.2%
a	60670	12.4%
H	51195	10.5%
w	51195	10.5%
C	9487	1.9%
p	9400	1.9%
l	4096	0.8%
W	3985	0.8%
Other values (21)	9050	1.9%

Common

Value	Count	Frequency (%)
/	7387	64.3%
	4101	35.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	500006	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	118402	23.7%
d	106375	21.3%
r	64663	12.9%
a	60670	12.1%
H	51195	10.2%
w	51195	10.2%
C	9487	1.9%
p	9400	1.9%
/	7387	1.5%
	4101	0.8%
Other values (23)	17131	3.4%

KITCHENS
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.250571105

Minimum	0
Maximum	44
Zeros	39
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	2
Maximum	44
Range	44
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.6594647001
Coefficient of variation (CV)	0.5273308312
Kurtosis	315.6006859
Mean	1.250571105
Median Absolute Deviation (MAD)	0
Skewness	7.435838218
Sum	71714
Variance	0.4348936906
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	47229	82.4%
2	7625	13.3%
4	1818	3.2%
3	625	1.1%
0	39	0.1%
6	4	< 0.1%
5	4	< 0.1%
44	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	39	0.1%
1	47229	82.4%
2	7625	13.3%
3	625	1.1%
4	1818	3.2%
5	4	< 0.1%
6	4	< 0.1%
44	1	< 0.1%

Value	Count	Frequency (%)
44	1	< 0.1%
6	4	< 0.1%
5	4	< 0.1%
4	1818	3.2%
3	625	1.1%
2	7625	13.3%
1	47229	82.4%
0	39	0.1%

FIREPLACES
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6417473189

Minimum	0
Maximum	13
Zeros	32049
Zeros (%)	55.9%
Negative	0
Negative (%)	0.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	2
Maximum	13
Range	13
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.9104932308
Coefficient of variation (CV)	1.418772162
Kurtosis	8.36230065
Mean	0.6417473189
Median Absolute Deviation (MAD)	0
Skewness	2.113893501
Sum	36801
Variance	0.8289979234
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0	32049	55.9%
1	17230	30.0%
2	5912	10.3%
3	1388	2.4%
4	472	0.8%
5	163	0.3%
6	85	0.1%
7	26	< 0.1%
8	9	< 0.1%
9	4	< 0.1%
Other values (4)	7	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	32049	55.9%
1	17230	30.0%
2	5912	10.3%
3	1388	2.4%
4	472	0.8%
5	163	0.3%
6	85	0.1%
7	26	< 0.1%
8	9	< 0.1%
9	4	< 0.1%

Value	Count	Frequency (%)
13	2	< 0.1%
12	1	< 0.1%
11	2	< 0.1%
10	2	< 0.1%
9	4	< 0.1%
8	9	< 0.1%
7	26	< 0.1%
6	85	0.1%
5	163	0.3%
4	472	0.8%

USECODE
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.27730404

Minimum	11
Maximum	39
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	11
5-th percentile	11
Q1	11
median	12
Q3	13
95-th percentile	24
Maximum	39
Range	28
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	4.180632009
Coefficient of variation (CV)	0.3148705489
Kurtosis	2.299000117
Mean	13.27730404
Median Absolute Deviation (MAD)	1
Skewness	2.017425852
Sum	761387
Variance	17.477684
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
11	25801	45.0%
12	15643	27.3%
13	8073	14.1%
24	5151	9.0%
23	2634	4.6%
15	33	0.1%
19	9	< 0.1%
39	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
11	25801	45.0%
12	15643	27.3%
13	8073	14.1%
15	33	0.1%
19	9	< 0.1%
23	2634	4.6%
24	5151	9.0%
39	1	< 0.1%

Value	Count	Frequency (%)
39	1	< 0.1%
24	5151	9.0%
23	2634	4.6%
19	9	< 0.1%
15	33	0.1%
13	8073	14.1%
12	15643	27.3%
11	25801	45.0%

LANDAREA
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	8494
Distinct (%)	14.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3166.834737

Minimum	216
Maximum	187301
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	216
5-th percentile	912
Q1	1520
median	2211
Q3	4000
95-th percentile	7963.8
Maximum	187301
Range	187085
Interquartile range (IQR)	2480

Descriptive statistics

Standard deviation	3131.532059
Coefficient of variation (CV)	0.9888523776
Kurtosis	386.9497614
Mean	3166.834737
Median Absolute Deviation (MAD)	881
Skewness	10.85539836
Sum	181602138
Variance	9806493.038
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1800	603	1.1%
2000	572	1.0%
1600	452	0.8%
4000	445	0.8%
5000	404	0.7%
1700	317	0.6%
1440	314	0.5%
2500	312	0.5%
1500	303	0.5%
3000	266	0.5%
Other values (8484)	53357	93.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
216	1	< 0.1%
255	1	< 0.1%
268	1	< 0.1%
281	1	< 0.1%
288	1	< 0.1%
294	1	< 0.1%
327	3	< 0.1%
331	1	< 0.1%
350	2	< 0.1%
353	1	< 0.1%

Value	Count	Frequency (%)
187301	1	< 0.1%
155905	1	< 0.1%
102340	1	< 0.1%
95370	1	< 0.1%
73771	1	< 0.1%
68880	1	< 0.1%
67727	1	< 0.1%
66662	1	< 0.1%
64205	1	< 0.1%
63109	1	< 0.1%

SOURCE
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	448.1 KiB

Residential	57345

Length

Max length	11
Median length	11
Mean length	11
Min length	11

Characters and Unicode

Total characters	630795
Distinct characters	9
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Residential
2nd row	Residential
3rd row	Residential
4th row	Residential
5th row	Residential

Common Values

Value	Count	Frequency (%)
Residential	57345	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
residential	57345	100.0%

Most occurring characters

Value	Count	Frequency (%)
e	114690	18.2%
i	114690	18.2%
R	57345	9.1%
s	57345	9.1%
d	57345	9.1%
n	57345	9.1%
t	57345	9.1%
a	57345	9.1%
l	57345	9.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	573450	90.9%
Uppercase Letter	57345	9.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	114690	20.0%
i	114690	20.0%
s	57345	10.0%
d	57345	10.0%
n	57345	10.0%
t	57345	10.0%
a	57345	10.0%
l	57345	10.0%

Uppercase Letter

Value	Count	Frequency (%)
R	57345	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	630795	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	114690	18.2%
i	114690	18.2%
R	57345	9.1%
s	57345	9.1%
d	57345	9.1%
n	57345	9.1%
t	57345	9.1%
a	57345	9.1%
l	57345	9.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	630795	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	114690	18.2%
i	114690	18.2%
R	57345	9.1%
s	57345	9.1%
d	57345	9.1%
n	57345	9.1%
t	57345	9.1%
a	57345	9.1%
l	57345	9.1%

ZIPCODE
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	21
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20011.63638

Minimum	20001
Maximum	20052
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	20001
5-th percentile	20001
Q1	20003
median	20011
Q3	20018
95-th percentile	20020
Maximum	20052
Range	51
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	7.74494196
Coefficient of variation (CV)	0.0003870219213
Kurtosis	0.1988009535
Mean	20011.63638
Median Absolute Deviation (MAD)	7
Skewness	0.5460200871
Sum	1147567288
Variance	59.98412596
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
20002	8000	14.0%
20011	7487	13.1%
20019	6017	10.5%
20003	3792	6.6%
20020	3743	6.5%
20016	3580	6.2%
20007	3525	6.1%
20001	3172	5.5%
20018	2588	4.5%
20015	2586	4.5%
Other values (11)	12855	22.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
20001	3172	5.5%
20002	8000	14.0%
20003	3792	6.6%
20005	129	0.2%
20007	3525	6.1%
20008	1837	3.2%
20009	1951	3.4%
20010	2383	4.2%
20011	7487	13.1%
20012	1707	3.0%

Value	Count	Frequency (%)
20052	7	< 0.1%
20037	197	0.3%
20036	86	0.1%
20032	2007	3.5%
20024	331	0.6%
20020	3743	6.5%
20019	6017	10.5%
20018	2588	4.5%
20017	2220	3.9%
20016	3580	6.2%

LATITUDE
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	56865
Distinct (%)	99.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.91585626

Minimum	38.81973129
Maximum	38.9954352
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	38.81973129
5-th percentile	38.85539222
Q1	38.89296027
median	38.91609238
Q3	38.94228857
95-th percentile	38.96722202
Maximum	38.9954352
Range	0.17570391
Interquartile range (IQR)	0.0493283

Descriptive statistics

Standard deviation	0.03379857593
Coefficient of variation (CV)	0.0008685039769
Kurtosis	-0.3000240928
Mean	38.91585626
Median Absolute Deviation (MAD)	0.02427837
Skewness	-0.278650478
Sum	2231629.777
Variance	0.001142343735
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
38.92702875	9	< 0.1%
38.92688399	8	< 0.1%
38.92669851	7	< 0.1%
38.91352966	7	< 0.1%
38.92684732	6	< 0.1%
38.92650681	6	< 0.1%
38.9051174	4	< 0.1%
38.88488508	4	< 0.1%
38.89184496	4	< 0.1%
38.89908913	3	< 0.1%
Other values (56855)	57287	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
38.81973129	1	< 0.1%
38.81995335	1	< 0.1%
38.82006029	1	< 0.1%
38.82011381	1	< 0.1%
38.82020559	1	< 0.1%
38.82021867	1	< 0.1%
38.820272	1	< 0.1%
38.82038362	1	< 0.1%
38.82039296	1	< 0.1%
38.82070664	1	< 0.1%

Value	Count	Frequency (%)
38.9954352	1	< 0.1%
38.99489423	1	< 0.1%
38.99479729	1	< 0.1%
38.99475116	1	< 0.1%
38.99470976	1	< 0.1%
38.99457514	1	< 0.1%
38.9944409	1	< 0.1%
38.99441351	1	< 0.1%
38.99420558	1	< 0.1%
38.99414366	1	< 0.1%

LONGITUDE
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	57023
Distinct (%)	99.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-77.01042227

Minimum	-77.11390873
Maximum	-76.90975796
Zeros	0
Zeros (%)	0.0%
Negative	57345
Negative (%)	100.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	-77.11390873
5-th percentile	-77.08595289
Q1	-77.03540231
median	-77.00658991
Q3	-76.98361653
95-th percentile	-76.93446851
Maximum	-76.90975796
Range	0.20415077
Interquartile range (IQR)	0.05178578

Descriptive statistics

Standard deviation	0.04317364771
Coefficient of variation (CV)	-0.0005606208411
Kurtosis	-0.444456266
Mean	-77.01042227
Median Absolute Deviation (MAD)	0.02520015
Skewness	-0.1048597086
Sum	-4416162.665
Variance	0.001863963856
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-77.00079769	6	< 0.1%
-76.99910969	5	< 0.1%
-76.99934461	4	< 0.1%
-76.99934196	4	< 0.1%
-77.00079383	4	< 0.1%
-77.00077526	3	< 0.1%
-77.00179496	3	< 0.1%
-76.9982167	3	< 0.1%
-76.99639967	3	< 0.1%
-76.99929156	3	< 0.1%
Other values (57013)	57307	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-77.11390873	1	< 0.1%
-77.1138097	1	< 0.1%
-77.11377421	1	< 0.1%
-77.113389	1	< 0.1%
-77.11332066	1	< 0.1%
-77.11318887	1	< 0.1%
-77.11317217	1	< 0.1%
-77.11314986	1	< 0.1%
-77.11304878	1	< 0.1%
-77.11283124	1	< 0.1%

Value	Count	Frequency (%)
-76.90975796	1	< 0.1%
-76.9097583	1	< 0.1%
-76.90984266	1	< 0.1%
-76.90988281	1	< 0.1%
-76.9099699	1	< 0.1%
-76.90998346	1	< 0.1%
-76.91001813	1	< 0.1%
-76.91002365	1	< 0.1%
-76.91004606	1	< 0.1%
-76.91012579	1	< 0.1%

ASSESSMENT_NBHD
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION

Distinct	55
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	448.1 KiB

Old City 1	7415
Deanwood	3043
Columbia Heights	2994
Petworth	2963
Old City 2	2798
Other values (50)	38132

Length

Max length	28
Median length	10
Mean length	11.25027465
Min length	4

Characters and Unicode

Total characters	645147
Distinct characters	49
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Old City 2
2nd row	Old City 2
3rd row	Old City 2
4th row	Old City 2
5th row	Old City 2

Common Values

Value	Count	Frequency (%)
Old City 1	7415	12.9%
Deanwood	3043	5.3%
Columbia Heights	2994	5.2%
Petworth	2963	5.2%
Old City 2	2798	4.9%
Chevy Chase	2616	4.6%
Brookland	2576	4.5%
Congress Heights	1882	3.3%
Brightwood	1814	3.2%
Capitol Hill	1730	3.0%
Other values (45)	27514	48.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
old	10213	9.6%
city	10213	9.6%
heights	9209	8.7%
1	7528	7.1%
park	5915	5.6%
deanwood	3043	2.9%
columbia	2994	2.8%
petworth	2963	2.8%
2	2798	2.6%
chevy	2616	2.5%
Other values (64)	48373	45.7%

Most occurring characters

Value	Count	Frequency (%)
	48520	7.5%
t	48518	7.5%
i	46565	7.2%
e	46114	7.1%
o	43533	6.7%
l	38264	5.9%
a	35942	5.6%
r	34546	5.4%
d	29774	4.6%
s	26051	4.0%
Other values (39)	247320	38.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	488695	75.7%
Uppercase Letter	94501	14.6%
Space Separator	48520	7.5%
Decimal Number	12402	1.9%
Other Punctuation	916	0.1%
Dash Punctuation	113	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	48518	9.9%
i	46565	9.5%
e	46114	9.4%
o	43533	8.9%
l	38264	7.8%
a	35942	7.4%
r	34546	7.1%
d	29774	6.1%
s	26051	5.3%
n	25501	5.2%
Other values (13)	113887	23.3%

Uppercase Letter

Value	Count	Frequency (%)
C	24427	25.8%
H	12601	13.3%
P	10999	11.6%
O	10438	11.0%
B	6018	6.4%
D	4601	4.9%
F	3082	3.3%
R	2771	2.9%
G	2249	2.4%
A	2242	2.4%
Other values (10)	15073	16.0%

Decimal Number

Value	Count	Frequency (%)
1	8566	69.1%
2	2798	22.6%
6	1038	8.4%

Space Separator

Value	Count	Frequency (%)
	48520	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	113	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	916	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	583196	90.4%
Common	61951	9.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	48518	8.3%
i	46565	8.0%
e	46114	7.9%
o	43533	7.5%
l	38264	6.6%
a	35942	6.2%
r	34546	5.9%
d	29774	5.1%
s	26051	4.5%
n	25501	4.4%
Other values (33)	208388	35.7%

Common

Value	Count	Frequency (%)
	48520	78.3%
1	8566	13.8%
2	2798	4.5%
6	1038	1.7%
.	916	1.5%
-	113	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	645147	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	48520	7.5%
t	48518	7.5%
i	46565	7.2%
e	46114	7.1%
o	43533	6.7%
l	38264	5.9%
a	35942	5.6%
r	34546	5.4%
d	29774	4.6%
s	26051	4.0%
Other values (39)	247320	38.3%

CENSUS_TRACT
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	171
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5513.058506

Minimum	100
Maximum	11100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	100
5-th percentile	502
Q1	2002
median	6801
Q3	8702
95-th percentile	9905
Maximum	11100
Range	11000
Interquartile range (IQR)	6700

Descriptive statistics

Standard deviation	3468.11886
Coefficient of variation (CV)	0.6290734729
Kurtosis	-1.563300531
Mean	5513.058506
Median Absolute Deviation (MAD)	3001
Skewness	-0.1292582584
Sum	316146340
Variance	12027848.43
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1001	1214	2.1%
1500	1125	2.0%
300	942	1.6%
901	861	1.5%
100	801	1.4%
1100	757	1.3%
6700	756	1.3%
9400	749	1.3%
1600	700	1.2%
1901	698	1.2%
Other values (161)	48742	85.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
100	801	1.4%
202	670	1.2%
300	942	1.6%
400	197	0.3%
501	102	0.2%
502	330	0.6%
600	512	0.9%
701	164	0.3%
702	26	< 0.1%
801	674	1.2%

Value	Count	Frequency (%)
11100	686	1.2%
11000	6	< 0.1%
10900	32	0.1%
10800	15	< 0.1%
10700	14	< 0.1%
10600	696	1.2%
10400	398	0.7%
10300	298	0.5%
10200	179	0.3%
9907	166	0.3%

CENSUS_BLOCK
Categorical

HIGH CARDINALITY

Distinct	3771
Distinct (%)	6.6%
Missing	0
Missing (%)	0.0%
Memory size	448.1 KiB

009000 1001	318
009201 1004	253
009000 1010	171
009904 2009	146
009509 3004	117
Other values (3766)	56340

Length

Max length	11
Median length	11
Mean length	11
Min length	11

Characters and Unicode

Total characters	630795
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	111 ?
Unique (%)	0.2%

Sample

1st row	004201 2006
2nd row	004201 2006
3rd row	004201 2006
4th row	004201 2006
5th row	004201 2005

Common Values

Value	Count	Frequency (%)
009000 1001	318	0.6%
009201 1004	253	0.4%
009000 1010	171	0.3%
009904 2009	146	0.3%
009509 3004	117	0.2%
007809 1001	108	0.2%
009807 2000	103	0.2%
009505 2010	97	0.2%
000300 3003	97	0.2%
000801 2008	92	0.2%
Other values (3761)	55843	97.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1001	2312	2.0%
1004	2129	1.9%
1002	1930	1.7%
1003	1906	1.7%
2000	1850	1.6%
1006	1698	1.5%
2002	1679	1.5%
2005	1662	1.4%
2001	1578	1.4%
1005	1575	1.4%
Other values (367)	96371	84.0%

Most occurring characters

Value	Count	Frequency (%)
0	307523	48.8%
1	73076	11.6%
	57345	9.1%
2	52683	8.4%
3	28084	4.5%
4	22696	3.6%
9	22088	3.5%
7	19167	3.0%
8	18643	3.0%
6	14772	2.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	573450	90.9%
Space Separator	57345	9.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	307523	53.6%
1	73076	12.7%
2	52683	9.2%
3	28084	4.9%
4	22696	4.0%
9	22088	3.9%
7	19167	3.3%
8	18643	3.3%
6	14772	2.6%
5	14718	2.6%

Space Separator

Value	Count	Frequency (%)
	57345	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	630795	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	307523	48.8%
1	73076	11.6%
	57345	9.1%
2	52683	8.4%
3	28084	4.5%
4	22696	3.6%
9	22088	3.5%
7	19167	3.0%
8	18643	3.0%
6	14772	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	630795	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	307523	48.8%
1	73076	11.6%
	57345	9.1%
2	52683	8.4%
3	28084	4.5%
4	22696	3.6%
9	22088	3.5%
7	19167	3.0%
8	18643	3.0%
6	14772	2.3%

WARD
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	448.1 KiB

Ward 4	10308
Ward 6	9573
Ward 5	9455
Ward 3	7833
Ward 7	7624
Other values (3)	12552

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	344070
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Ward 2
2nd row	Ward 2
3rd row	Ward 2
4th row	Ward 2
5th row	Ward 2

Common Values

Value	Count	Frequency (%)
Ward 4	10308	18.0%
Ward 6	9573	16.7%
Ward 5	9455	16.5%
Ward 3	7833	13.7%
Ward 7	7624	13.3%
Ward 1	4631	8.1%
Ward 8	4536	7.9%
Ward 2	3385	5.9%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
ward	57345	50.0%
4	10308	9.0%
6	9573	8.3%
5	9455	8.2%
3	7833	6.8%
7	7624	6.6%
1	4631	4.0%
8	4536	4.0%
2	3385	3.0%

Most occurring characters

Value	Count	Frequency (%)
W	57345	16.7%
a	57345	16.7%
r	57345	16.7%
d	57345	16.7%
	57345	16.7%
4	10308	3.0%
6	9573	2.8%
5	9455	2.7%
3	7833	2.3%
7	7624	2.2%
Other values (3)	12552	3.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	172035	50.0%
Uppercase Letter	57345	16.7%
Space Separator	57345	16.7%
Decimal Number	57345	16.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	10308	18.0%
6	9573	16.7%
5	9455	16.5%
3	7833	13.7%
7	7624	13.3%
1	4631	8.1%
8	4536	7.9%
2	3385	5.9%

Lowercase Letter

Value	Count	Frequency (%)
a	57345	33.3%
r	57345	33.3%
d	57345	33.3%

Uppercase Letter

Value	Count	Frequency (%)
W	57345	100.0%

Space Separator

Value	Count	Frequency (%)
	57345	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	229380	66.7%
Common	114690	33.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
	57345	50.0%
4	10308	9.0%
6	9573	8.3%
5	9455	8.2%
3	7833	6.8%
7	7624	6.6%
1	4631	4.0%
8	4536	4.0%
2	3385	3.0%

Latin

Value	Count	Frequency (%)
W	57345	25.0%
a	57345	25.0%
r	57345	25.0%
d	57345	25.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	344070	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
W	57345	16.7%
a	57345	16.7%
r	57345	16.7%
d	57345	16.7%
	57345	16.7%
4	10308	3.0%
6	9573	2.8%
5	9455	2.7%
3	7833	2.3%
7	7624	2.2%
Other values (3)	12552	3.6%

SQUARE
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	3115
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2985.893504

Minimum	14
Maximum	6277
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	448.1 KiB

Quantile statistics

Minimum	14
5-th percentile	552
Q1	1367
median	2941
Q3	4293
95-th percentile	5823
Maximum	6277
Range	6263
Interquartile range (IQR)	2926

Descriptive statistics

Standard deviation	1707.620156
Coefficient of variation (CV)	0.5718958677
Kurtosis	-1.112943465
Mean	2985.893504
Median Absolute Deviation (MAD)	1487
Skewness	0.1935470842
Sum	171226063
Variance	2915966.598
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4327	318	0.6%
1301	299	0.5%
4325	244	0.4%
3648	220	0.4%
5176	178	0.3%
1320	162	0.3%
1601	147	0.3%
5318	146	0.3%
855	132	0.2%
3788	123	0.2%
Other values (3105)	55376	96.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
14	2	< 0.1%
16	37	0.1%
17	10	< 0.1%
28	39	0.1%
29	23	< 0.1%
30	4	< 0.1%
37	2	< 0.1%
38	5	< 0.1%
49	4	< 0.1%
53	12	< 0.1%

Value	Count	Frequency (%)
6277	17	< 0.1%
6271	6	< 0.1%
6254	9	< 0.1%
6250	17	< 0.1%
6249	7	< 0.1%
6242	13	< 0.1%
6240	36	0.1%
6239	42	0.1%
6223	78	0.1%
6219	3	< 0.1%

QUADRANT
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	448.1 KiB

NW	27337
NE	17657
SE	11622
SW	729

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	114690
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NW
2nd row	NW
3rd row	NW
4th row	NW
5th row	NW

Common Values

Value	Count	Frequency (%)
NW	27337	47.7%
NE	17657	30.8%
SE	11622	20.3%
SW	729	1.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
nw	27337	47.7%
ne	17657	30.8%
se	11622	20.3%
sw	729	1.3%

Most occurring characters

Value	Count	Frequency (%)
N	44994	39.2%
E	29279	25.5%
W	28066	24.5%
S	12351	10.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	114690	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	44994	39.2%
E	29279	25.5%
W	28066	24.5%
S	12351	10.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	114690	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	44994	39.2%
E	29279	25.5%
W	28066	24.5%
S	12351	10.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	114690	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	44994	39.2%
E	29279	25.5%
W	28066	24.5%
S	12351	10.8%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	Unnamed: 0	BATHRM	HF_BATHRM	HEAT	AC	NUM_UNITS	ROOMS	BEDRM	AYB	EYB	STORIES	PRICE	QUALIFIED	SALE_NUM	GBA	BLDG_NUM	STRUCT	GRADE	CNDTN	EXTWALL	ROOF	INTWALL	KITCHENS	FIREPLACES	USECODE	LANDAREA	SOURCE	ZIPCODE	LATITUDE	LONGITUDE	ASSESSMENT_NBHD	CENSUS_TRACT	CENSUS_BLOCK	WARD	SQUARE	QUADRANT
0	0	4	0	Warm Cool	Y	2.0	8	4	1910.0	1972	3.0	1095000.0	Q	1	2522.0	1	Row Inside	Very Good	Good	Common Brick	Metal- Sms	Hardwood	2.0	5	24	1680	Residential	20009.0	38.914680	-77.040832	Old City 2	4201.0	004201 2006	Ward 2	152	NW
1	2	3	1	Hot Water Rad	Y	2.0	9	5	1910.0	1984	3.0	2100000.0	Q	3	2522.0	1	Row Inside	Very Good	Very Good	Common Brick	Built Up	Hardwood	2.0	4	24	1680	Residential	20009.0	38.914684	-77.040678	Old City 2	4201.0	004201 2006	Ward 2	152	NW
2	3	3	1	Hot Water Rad	Y	2.0	8	5	1900.0	1984	3.0	1602000.0	Q	1	2484.0	1	Row Inside	Very Good	Good	Common Brick	Built Up	Hardwood	2.0	3	24	1680	Residential	20009.0	38.914683	-77.040629	Old City 2	4201.0	004201 2006	Ward 2	152	NW
3	5	3	2	Hot Water Rad	Y	1.0	10	5	1913.0	1972	4.0	1950000.0	Q	1	5344.0	1	Row Inside	Very Good	Good	Common Brick	Built Up	Hardwood	1.0	4	11	2196	Residential	20009.0	38.914331	-77.039715	Old City 2	4201.0	004201 2006	Ward 2	152	NW
4	7	3	1	Hot Water Rad	Y	2.0	8	4	1906.0	1972	3.0	1050000.0	Q	1	2401.0	1	Row Inside	Very Good	Average	Common Brick	Metal- Sms	Hardwood	2.0	1	24	1627	Residential	20009.0	38.915408	-77.040129	Old City 2	4201.0	004201 2005	Ward 2	152	NW
5	8	3	1	Warm Cool	Y	2.0	7	3	1908.0	1967	2.0	1430000.0	Q	4	1488.0	1	Row Inside	Above Average	Very Good	Common Brick	Built Up	Hardwood	2.0	1	24	1424	Residential	20009.0	38.915017	-77.039903	Old City 2	4201.0	004201 2005	Ward 2	152	NW
6	14	3	1	Warm Cool	Y	2.0	5	3	1917.0	1967	2.0	1325000.0	Q	1	2692.0	1	Row Inside	Above Average	Very Good	Stucco	Metal- Sms	Hardwood	2.0	1	24	1815	Residential	20009.0	38.915038	-77.039716	Old City 2	4201.0	004201 2005	Ward 2	152	NW
7	16	3	1	Warm Cool	Y	1.0	8	3	1908.0	1967	2.0	1240000.0	Q	1	1662.0	1	Row Inside	Above Average	Very Good	Common Brick	Metal- Sms	Hardwood	1.0	0	11	1424	Residential	20009.0	38.915018	-77.039844	Old City 2	4201.0	004201 2005	Ward 2	152	NW
8	19	3	1	Hot Water Rad	Y	2.0	9	3	1908.0	1969	2.0	592250.0	Q	1	1598.0	1	Row Inside	Good Quality	Good	Common Brick	Built Up	Hardwood	2.0	1	24	1424	Residential	20009.0	38.915019	-77.040138	Old City 2	4201.0	004201 2005	Ward 2	152	NW
9	20	3	1	Hot Water Rad	Y	1.0	14	5	1880.0	1987	3.0	33232.0	U	3	3465.0	1	Semi-Detached	Very Good	Very Good	Common Brick	Built Up	Hardwood	1.0	3	13	2090	Residential	20009.0	38.911370	-77.033774	Old City 2	5201.0	005201 4003	Ward 2	208	NW

Last rows

	Unnamed: 0	BATHRM	HF_BATHRM	HEAT	AC	NUM_UNITS	ROOMS	BEDRM	AYB	EYB	STORIES	PRICE	QUALIFIED	SALE_NUM	GBA	BLDG_NUM	STRUCT	GRADE	CNDTN	EXTWALL	ROOF	INTWALL	KITCHENS	USECODE	LANDAREA	SOURCE	ZIPCODE	LATITUDE	LONGITUDE	ASSESSMENT_NBHD	CENSUS_TRACT	CENSUS_BLOCK	WARD	SQUARE	QUADRANT
57335	106668	2	1	Forced Air	Y	1.0	7	3	1976.0	1988	3.0	205000.0	Q	1	2394.0	1	Row Inside	Average	Average	Common Brick	Built Up	Wood Floor	1.0	11	2513	Residential	20032.0	38.824805	-76.997597	Congress Heights	9811.0	009811 2004	Ward 8	6250	SE
57336	106672	3	0	Forced Air	N	3.0	12	6	1954.0	1963	2.0	100000.0	Q	1	1600.0	1	Multi	Average	Average	Common Brick	Comp Shingle	Hardwood	3.0	23	4374	Residential	20032.0	38.820755	-77.007009	Congress Heights	10900.0	010900 2000	Ward 8	6254	SW
57337	106673	3	0	Forced Air	N	3.0	12	6	1954.0	1988	2.0	103000.0	Q	1	1600.0	1	Multi	Average	Good	Common Brick	Comp Shingle	Hardwood	3.0	23	4523	Residential	20032.0	38.820823	-77.007013	Congress Heights	10900.0	010900 2000	Ward 8	6254	SW
57338	106682	3	0	Forced Air	N	3.0	13	8	1953.0	1971	2.0	118000.0	U	1	1600.0	1	Multi	Average	Good	Common Brick	Built Up	Hardwood	3.0	23	5311	Residential	20032.0	38.821822	-77.006996	Congress Heights	10900.0	010900 2000	Ward 8	6254	SW
57339	106683	3	0	Forced Air	N	3.0	14	6	1953.0	1971	3.0	1.0	U	1	2150.0	1	Multi	Average	Average	Common Brick	Built Up	Hardwood	3.0	23	7811	Residential	20032.0	38.821888	-77.006997	Congress Heights	10900.0	010900 2000	Ward 8	6254	SW
57340	106687	2	0	Forced Air	N	2.0	10	4	1953.0	1962	2.0	95000.0	Q	1	1600.0	1	Multi	Average	Average	Common Brick	Comp Shingle	Carpet	2.0	23	5837	Residential	20032.0	38.821855	-77.005828	Congress Heights	10900.0	010900 2000	Ward 8	6254	SW
57341	106688	2	0	Forced Air	Y	2.0	10	4	1953.0	1971	2.0	185000.0	U	3	1600.0	1	Multi	Average	Very Good	Common Brick	Built Up	Hardwood	2.0	23	5302	Residential	20032.0	38.821813	-77.006034	Congress Heights	10900.0	010900 2000	Ward 8	6254	SW
57342	106692	2	0	Forced Air	N	2.0	10	5	1953.0	1962	2.0	100000.0	U	1	1600.0	1	Multi	Average	Average	Common Brick	Built Up	Hardwood	2.0	23	5348	Residential	20032.0	38.821534	-77.006407	Congress Heights	10900.0	010900 2000	Ward 8	6254	SW
57343	106694	2	0	Forced Air	N	2.0	10	4	1953.0	1971	2.0	215000.0	U	4	1600.0	1	Multi	Average	Good	Common Brick	Comp Shingle	Hardwood	2.0	23	3046	Residential	20032.0	38.821356	-77.006528	Congress Heights	10900.0	010900 2000	Ward 8	6254	SW
57344	106695	2	0	Forced Air	Y	2.0	10	4	1953.0	1971	2.0	140000.0	U	2	1600.0	1	Multi	Average	Very Good	Common Brick	Comp Shingle	Hardwood	2.0	23	5098	Residential	20032.0	38.821300	-77.006571	Congress Heights	10900.0	010900 2000	Ward 8	6254	SW

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories